Moreover, both IRS1 and PEPD have been associated with T2D (IRS1 in DIAGRAM [28] and PEPD in a Japanese population [29]; p = 9.3×10−12 and p = 1.4×10−5, respectively). The gene discussed is IRS1; the disease is type 2 diabetes mellitus.